As I work on practicing and solving machine learning (ML) problems, I find myself repeating a set of steps and activities repeatedly.
Thanks to Dr. Jason Brownlee’s suggestions on creating a machine learning template, I have pulled together a project template that can be used to support modeling multi-class classification and regression problems using Python and the Kera framework.
Version 2 of the deep learning templates contain minor adjustments and corrections to the prevision version of the templates. Also, the new templates added or updated the sample code to support:
- Manual splitting of the original dataset into training and test datasets
- Evaluation of models using the resampling method such as k-fold cross-validation
You will find the Python deep learning template on the Machine Learning Project Templates page.